Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
• CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
• NeurIPS 2025A Partition Cover Approach to Tokenization
• ICML 2025A Machine Learning Approach to Duality in Statistical Physics
• ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
• CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
• NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Foundation Model for Error Correction Codes
• CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
• NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
• ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Human Pose Estimation via Intuitive Physics
• NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
• ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
• ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
• CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation

All Applications · chemistry physics and earth sciences papers

339 papers, page 6 of 7

251. CVPR 2024PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF
252. CVPR 2024PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates
253. CVPR 2024PoNQ: a Neural QEM-based Mesh Representation
254. CVPR 2024Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications
255. CVPR 2024Rewrite the Stars
256. CVPR 2024SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras
257. CVPR 2024Selective Nonlinearities Removal from Digital Signals
258. CVPR 2024SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
259. CVPR 2024SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing
260. CVPR 2024SPIN: Simultaneous Perception Interaction and Navigation
261. CVPR 2024Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements
262. CVPR 2024Structure-Aware Sparse-View X-ray 3D Reconstruction
263. CVPR 2024SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting
264. CVPR 2024Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models
265. CVPR 2024Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency
266. CVPR 2024TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations
267. CVPR 2024UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
268. CVPR 2024Unsupervised Deep Unrolling Networks for Phase Unwrapping
269. CVPR 2024URHand: Universal Relightable Hands
270. CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources
271. CVPR 2024WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion
272. CVPR 20233D Human Pose Estimation via Intuitive Physics
273. CVPR 20233D Line Mapping Revisited
274. CVPR 2023A Bag-of-Prototypes Representation for Dataset-Level Applications
275. CVPR 2023A Large-Scale Homography Benchmark
276. CVPR 2023ABLE-NeRF: Attention-Based Rendering With Learnable Embeddings for Neural Radiance Field
277. CVPR 2023Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses
278. CVPR 2023Analyzing Physical Impacts Using Transient Surface Wave Imaging
279. CVPR 2023Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
280. CVPR 2023BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion
281. CVPR 2023Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation
282. CVPR 2023Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
283. CVPR 2023Compressing Volumetric Radiance Fields to 1 MB
284. CVPR 2023Computationally Budgeted Continual Learning: What Does Matter?
285. CVPR 2023Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing
286. CVPR 2023D2Former: Jointly Learning Hierarchical Detectors and Contextual Descriptors via Agent-Based Transformers
287. CVPR 2023Deep Semi-Supervised Metric Learning With Mixed Label Propagation
288. CVPR 2023DynamicStereo: Consistent Dynamic Depth From Stereo Videos
289. CVPR 2023EDICT: Exact Diffusion Inversion via Coupled Transformations
290. CVPR 2023Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition
291. CVPR 2023Enhancing Deformable Local Features by Jointly Learning To Detect and Describe Keypoints
292. CVPR 2023Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification
293. CVPR 2023FitMe: Deep Photorealistic 3D Morphable Model Avatars
294. CVPR 2023Frame Interpolation Transformer and Uncertainty Guidance
295. CVPR 2023GarmentTracking: Category-Level Garment Pose Tracking
296. CVPR 2023Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention
297. CVPR 2023I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs
298. CVPR 2023Imitation Learning As State Matching via Differentiable Physics
299. CVPR 2023Implicit View-Time Interpolation of Stereo Videos Using Multi-Plane Disparities and Non-Uniform Coordinates
300. CVPR 2023Interactive Segmentation of Radiance Fields

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.